Operational Data Checking
An automatic data checking system has been implemented at ECMWF to trigger warnings in case of anomalies affecting the quality or the availability of the data assimilated by the model. Selected statistical parameters (number of observations, bias correction, and mean bias-corrected background, analysis departures and probability of gross error) are checked against an expected range. An appropriate alert message (including a time series plot) is generated if statistics are outside the specified ranges. A severity level (slight, considerable, severe) is assigned to each message depending on how far statistics are from the expected values. Two kinds of ranges are used by the automatic checking: Soft and Hard limits. Soft limits are updated automatically using statistics from the last twenty days (extremes are excluded during this process). Hard limits are adjusted manually when required.
Currently, the automatic checking is limited to data passing through the minimisation process (including VarBC passive data). It's being applied twice a day to the delayed cut-off 4D-VAR cycles (00 and 12) and four times a day to the early delivery assimilation system (00,06,12 and 18).
The alarm system results are based on feedback information from the ECMWF data assimilation and consequently reflect the ECMWF data usage. Although most warnings are related to data problems, they may on occasion also be related to model issues. Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice. ECMWF accepts no responsibility for actions taken on the basis of these results.
Delayed cut-off 4DVAR at 2022-05-17 00:00
| amsua | ||
| NOAA 15 AMSUA ALL SKY RADIANCES CHANNEL 12 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0439, expected range: -0.0763 -0.0695 |
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| NOAA 15 AMSUA ALL SKY RADIANCES CHANNEL 8 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0722, expected range: 0.1542 0.1820 |
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| NOAA 18 AMSUA ALL SKY RADIANCES CHANNEL 7 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.5571, expected range: -0.4709 -0.4610 |
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| NOAA 19 AMSUA ALL SKY RADIANCES CHANNEL 7 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.5642, expected range: -0.5188 -0.4789 |
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| NOAA 19 AMSUA ALL SKY RADIANCES CHANNEL 9 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.2177, expected range: -0.1727 -0.1581 |
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| METOP-B AMSUA ALL SKY RADIANCES CHANNEL 8 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.2124, expected range: 0.3147 0.3269 |
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| iasi | ||
| METOP-C IASI RADIANCES CHANNEL 262 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0504, expected range: 0.0331 0.0407 |
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| atms | ||
| NPP ATMS RADIANCES CHANNEL 14 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0015, expected range: -0.0198 -0.0164 |
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| NPP ATMS RADIANCES CHANNEL 12 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.5019, expected range: -0.4307 -0.3830 |
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| NPP ATMS RADIANCES CHANNEL 13 : out of range
21 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.4598, expected range: -0.3684 -0.3210 |
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| NOAA20 ATMS RADIANCES CHANNEL 20 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.2446, expected range: -0.3030 -0.2913 |
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| NOAA20 ATMS RADIANCES CHANNEL 22 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.5116, expected range: 0.4472 0.4639 |
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| NOAA20 ATMS RADIANCES CHANNEL 15 : out of range
1 times in the last 10 days for at least one item Considerable: avg_fgdepar=0.6861, expected range: -0.4425 0.2507 |
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| gpsro | ||
| COSMIC2-E4 GPSRO SETTING HEIGHT 42-44 KM : out of range
Considerable: stdev_norm_fgdepar=0.9853, expected range: 0.2961 0.7530 |
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| COSMIC2-E4 GPSRO RISING HEIGHT 10-12 KM : out of range
Considerable: stdev_norm_fgdepar=1.3402, expected range: 0.7472 1.1269 |
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| Radiosondes | ||
| LAND TEMP Q (G/KG) 24641 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=2.5636, expected range: 0.0000 1.0704 |
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| LAND TEMP Q (G/KG) 42647 PRESSURE LAYER 900-1200 (HPA) : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=6.1471, expected range: -8.4069 8.0775 Severe: rms_fgdepar=6.4360, expected range: 0.0000 6.3109 |
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| LAND TEMP Q (G/KG) 42867 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: avg_fgdepar=9.5062, expected range: -4.2406 8.8469 Severe: rms_fgdepar=9.5340, expected range: 0.0000 8.4771 |
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| LAND TEMP Q (G/KG) 42369 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: avg_fgdepar=7.3117, expected range: -5.8457 7.1251 Severe: rms_fgdepar=7.3585, expected range: 0.0000 5.0715 |
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| LAND TEMP TEMPERATURE (K) 30935 PRESSURE LAYER 900-1200 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8786, expected range: -1.9026 0.7500 |
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| LAND TEMP TEMPERATURE (K) 42647 PRESSURE LAYER 900-1200 (HPA) : out of range
3 times in the last 10 days for at least one item Severe: rms_fgdepar=7.3215, expected range: 0.0000 4.2065 Severe: avg_pge=0.8599, expected range: -1.1653 0.7500 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 24688 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: avg_fgdepar=22.4697, expected range: -0.7766 6.3792 Severe: rms_fgdepar=22.8325, expected range: 0.0000 7.5024 Severe: avg_pge=0.9026, expected range: -0.3806 0.6912 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) 52267 PRESSURE LAYER 900-1200 (HPA : out of range
Severe: rms_fgdepar=7.4701, expected range: 0.0000 4.7688 Severe: avg_pge=0.8655, expected range: -0.8820 0.7500 |
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| All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 48 : all data missing
Severe: obs_number=0, expected range: 44.58 331.10 |
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| All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 78 : all data missing
Severe: obs_number=0, expected range: 109.51 145.74 |
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| All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 81 : all data missing
Severe: obs_number=0, expected range: 104.69 159.06 |
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| All HIGH RESO LAND TEMP ALL LAYERS Alantic Tropical are : all data missing
Severe: obs_number=0, expected range: 228.79 291.46 |
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| HIGH RESO LAND TEMP Q (G/KG) (3 pressure layers affected) : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=1092.0000, expected range: 757.5996 844.9004 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) (3 pressure layers affected) : out of range
Considerable: obs_number=139.0000, expected range: 234.0834 308.9166 |
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| amdar | ||
| AMDAR TEMPERATURE (K) 00040449 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=7.5845, expected range: 0.0000 5.2029 Severe: avg_pge=0.8153, expected range: -0.2932 0.6647 |
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| AMDAR WIND VECTOR DIFF (M/S) JP9Z444Z PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=15.6529, expected range: 0.0000 6.8784 |
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| AMDAR WIND VECTOR DIFF (M/S) JP9Z4YYZ PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=19.8065, expected range: 0.0000 5.7086 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) 4ZYTB0RA PRESSURE LAYER 300-600 (HP : out of range
Severe: rms_fgdepar=15.0843, expected range: 0.0000 8.2551 |
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| ADS-C WIND VECTOR DIFF (M/S) NKEICOJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=26.6070, expected range: 0.0000 8.6409 |
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| ADS-C WIND VECTOR DIFF (M/S) NP0CVYZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=20.5522, expected range: 0.0000 23.2531 |
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| airep | ||
| AIREP WIND VECTOR DIFF (M/S) AVA121 PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=23.6567, expected range: 0.0000 26.2209 |
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| AIREP WIND VECTOR DIFF (M/S) AAL99 PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=26.8019, expected range: 0.0000 14.6567 |
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| AIREP WIND VECTOR DIFF (M/S) THY13T PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=23.0321, expected range: 0.0000 10.0242 |
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| synop | ||
| MANUAL LAND SYNOP RH2M (%) 42770 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=53.1046, expected range: 4.9691 78.4480 Severely_persistent: rms_fgdepar=53.1046, expected range: 4.9691 78.4480 Severely_persistent: avg_pge=0.9999, expected range: -0.6267 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 42473 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=50.6661, expected range: 2.9509 70.5341 Severely_persistent: rms_fgdepar=50.6661, expected range: 2.9509 70.5341 Severely_persistent: avg_pge=1.0000, expected range: -1.2813 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 42674 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.9845, expected range: -1.1906 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 42459 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.9673, expected range: -1.7931 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 44232 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8261, expected range: -1.4348 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 96751 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-603.5393, expected range: -716.7667 -502.3217 Severely_persistent: rms_fgdepar=603.7666, expected range: 500.1300 720.7659 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 97072 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-887.0402, expected range: -1082.1653 -686.6340 Severely_persistent: rms_fgdepar=887.6778, expected range: 691.2541 1080.3063 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 76243 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-594.9851, expected range: -890.6285 681.2771 Severely_persistent: rms_fgdepar=601.9111, expected range: 0.0000 734.5730 Severely_persistent: avg_pge=0.8990, expected range: -0.1245 0.7500 |
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| AUTOMATIC LAND SYNOP RH2M (%) 68821 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=53.8724, expected range: -55.6875 74.8175 Severe: rms_fgdepar=53.8724, expected range: -48.1205 70.0395 Severe: avg_pge=0.9955, expected range: -1.3213 0.7500 |
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| AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 89575 : out of range
Severe: avg_pge=0.8336, expected range: -1.0756 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 63210 : out of range
4 times in the last 10 days for at least one item Severe: avg_pge=0.9990, expected range: -1.9100 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 42177 : out of range
Severe: avg_pge=0.9991, expected range: -0.3892 0.4950 |
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| MANUAL LAND SYNOP RH2M (%) 42469 : out of range
3 times in the last 10 days for at least one item Severe: avg_pge=0.8811, expected range: -0.1483 0.2105 |
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| MANUAL LAND SYNOP Z (M) 67663 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=246.9889, expected range: 0.0000 106.5211 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42577 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=-527.9547, expected range: -482.5228 296.7606 Severe: rms_fgdepar=527.9547, expected range: 0.0000 540.9238 Severe: avg_pge=0.8919, expected range: -1.4724 0.7500 |
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| BUFR LAND SYNOP RH2M (%) 94710 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8187, expected range: -0.1189 0.1485 |
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| BUFR LAND SYNOP RH2M (%) 64040 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-51.2424, expected range: -93.5538 -9.4021 Severe: rms_fgdepar=51.2424, expected range: 9.4021 93.5538 |
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| BUFR LAND SYNOP RH2M (%) 24753 : out of range
Severe: rms_fgdepar=31.8750, expected range: 0.0000 13.7712 |
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| BUFR LAND SYNOP RH2M (%) 10393 : out of range
Severe: rms_fgdepar=37.1213, expected range: 0.0000 17.0054 |
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| BUFR LAND SYNOP RH2M (%) 10384 : out of range
Severe: rms_fgdepar=37.5084, expected range: 0.0000 20.6548 |
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| BUFR LAND SYNOP RH2M (%) 10385 : out of range
Severe: rms_fgdepar=34.7590, expected range: 0.0000 13.2184 |
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| BUFR LAND SYNOP RH2M (%) 96147 : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=-52.2310, expected range: -136.7352 100.7777 Severe: rms_fgdepar=52.4074, expected range: 0.0000 120.5221 Severe: avg_pge=0.9997, expected range: -2.3191 0.7500 |
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| BUFR LAND SYNOP RH2M (%) 02209 : out of range
Severe: rms_fgdepar=39.8516, expected range: 0.0188 16.5708 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 86662 : out of range
Severe: rms_fgdepar=466.7365, expected range: 0.0000 120.7859 Severe: avg_pge=0.8562, expected range: -1.2962 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 48315 : out of range
Severe: rms_fgdepar=353.0491, expected range: 0.0000 172.9769 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 17285 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=461.1680, expected range: 0.0000 216.0112 Severe: avg_pge=0.8619, expected range: -0.4709 0.6373 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 31295 : out of range
Severe: rms_fgdepar=386.3621, expected range: 0.0000 122.3778 |
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| AUTOMATIC LAND SYNOP RH2M (%) : out of range
Considerable: obs_number=115.0000, expected range: 143.0065 179.2157 Slight: obs_number=1094.0000, expected range: 1157.9473 1226.8027 |
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| AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) : out of range
Considerable: obs_number=231.0000, expected range: 329.1317 518.8683 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) : out of range
3 times in the last 10 days for at least one item Considerable: obs_number=120.0000, expected range: 103.3274 108.6726 |
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| BUFR LAND SYNOP RH2M (%) : out of range
Considerable: obs_number=91.0000, expected range: 101.8098 116.6902 |
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| ship | ||
| SHIP SURFACE PRESSURE (PA) VRPN8 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=936.7148, expected range: -614.6770 538.0715 Severe: rms_fgdepar=940.6380, expected range: 0.0000 473.3842 Severe: avg_pge=0.9285, expected range: -0.9666 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) OYRO2 : out of range
Severe: avg_fgdepar=-533.3643, expected range: -209.3469 459.0358 Severe: rms_fgdepar=533.3643, expected range: 0.0000 431.1474 Severe: avg_pge=0.8182, expected range: -0.6884 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 3ETA7 : out of range
Severe: avg_fgdepar=-791.7191, expected range: -223.3909 290.6378 Severe: rms_fgdepar=791.7191, expected range: 0.0000 458.4888 Severe: avg_pge=0.8890, expected range: -0.7892 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) C6PZ8 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=-592.3076, expected range: -602.5371 -284.0349 Severe: rms_fgdepar=592.3076, expected range: 284.0349 602.5371 Severe: avg_pge=0.8304, expected range: 0.6463 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRQU9 : out of range
Severe: avg_fgdepar=-809.2182, expected range: -486.4599 524.6595 Severe: rms_fgdepar=809.2182, expected range: 0.0000 509.1672 Severe: avg_pge=0.8897, expected range: -0.7463 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) LF4J : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=604.2222, expected range: -614.6697 1106.2966 Severe: rms_fgdepar=604.6798, expected range: 0.0000 1209.4226 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) OXSQ2 : out of range
Severe: rms_fgdepar=16.4914, expected range: 0.0000 13.0004 Severe: avg_pge=0.8894, expected range: -1.0121 0.7500 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) V7HH3 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.8921, expected range: -0.7114 0.7500 |
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| BUFR SHIP SYNOP RH2M (%) WCE5063 : out of range
Severe: rms_fgdepar=50.0081, expected range: 0.0000 39.5049 Severe: avg_pge=0.9726, expected range: -0.0497 0.0633 |
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| buoy | ||
| MOORED BUOYS WIND VECTOR DIFF (M/S) 6200084 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.9236, expected range: -0.4172 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 4601592 : out of range
Severe: rms_fgdepar=527.5719, expected range: 0.0000 118.1897 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 2101615 : out of range
Severe: rms_fgdepar=356.5974, expected range: 0.0000 296.5242 Severe: avg_pge=0.8432, expected range: -0.9314 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 5300555 : out of range
Severe: avg_fgdepar=-503.6648, expected range: -85.4667 70.6507 Severe: rms_fgdepar=509.0302, expected range: 0.0000 84.1492 Severe: avg_pge=0.8806, expected range: -0.1404 0.1620 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 5601637 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=377.9538, expected range: 0.0000 156.6485 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 1601809 : out of range
Severe: rms_fgdepar=310.8265, expected range: 0.0000 136.5957 |
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| MOORED BUOYS WIND VECTOR DIFF (M/S) : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=122.0000, expected range: 146.6094 166.3318 |
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| metar | ||
| METAR SURFACE PRESSURE (PA) FYOA : out of range
Severe: rms_fgdepar=448.6894, expected range: 0.0000 114.0109 |
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| METAR SURFACE PRESSURE (PA) VELP : out of range
Severe: rms_fgdepar=334.3825, expected range: 0.0000 186.0033 |
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| METAR SURFACE PRESSURE (PA) FNHU : out of range
Severe: rms_fgdepar=676.7259, expected range: 0.0000 144.4497 |
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| METAR SURFACE PRESSURE (PA) DAAY : out of range
Severe: rms_fgdepar=306.2993, expected range: 4.3793 70.8921 |
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| snow | ||
| BUFR LAND SYNOP SNOW (CM) 01361 : out of range
34 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=66.9747, expected range: 40.6758 72.0678 Severely_persistent: rms_fgdepar=66.9773, expected range: 40.6796 72.0734 |
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| BUFR LAND SYNOP SNOW (CM) 01003 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-70.2985, expected range: -78.9310 -70.6842 Severely_persistent: rms_fgdepar=70.2985, expected range: 70.6842 78.9310 |
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| BUFR LAND SYNOP SNOW (CM) _MF1EB15 : out of range
36 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-742.3183, expected range: -746.0976 -717.0082 |
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| BUFR LAND SYNOP SNOW (CM) _MF1EB15 : out of range
36 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=742.3189, expected range: 717.0085 746.0982 |
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| BUFR LAND SYNOP SNOW (CM) _MI1D545 : out of range
34 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=55.3359, expected range: 50.3989 67.0772 |
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| BUFR LAND SYNOP SNOW (CM) _MI1D545 : out of range
34 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=55.4201, expected range: 50.4129 67.1316 |
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| BUFR LAND SYNOP SNOW (CM) _MI17AC6 : out of range
32 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=90.9983, expected range: 87.1233 111.1516 |
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| BUFR LAND SYNOP SNOW (CM) _MI17AC6 : out of range
32 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=91.0054, expected range: 87.1266 111.1913 |
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| BUFR LAND SYNOP SNOW (CM) 01008 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-91.5094, expected range: -93.2768 -87.6950 Severely_persistent: rms_fgdepar=91.5095, expected range: 87.6952 93.2769 |
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| MANUAL LAND SYNOP SNOW (CM) 23179 : out of range
Severe: rms_fgdepar=15.1691, expected range: 0.0000 7.2570 |
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| BUFR LAND SYNOP SNOW (CM) _MI1F541 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=52.9565, expected range: 32.2269 49.9288 |
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| BUFR LAND SYNOP SNOW (CM) _MI1F541 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=53.3430, expected range: 32.4167 50.5350 |
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| BUFR LAND SYNOP SNOW (CM) _MF1378B : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=81.4000, expected range: 83.1751 125.6052 |
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| BUFR LAND SYNOP SNOW (CM) _MF1378B : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=81.4015, expected range: 83.1771 125.6074 |
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| t2m | ||
| METAR 2M TEMPERATURE (K) UGMS : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=12.7769, expected range: 7.2655 14.7557 Severely_persistent: rms_fgdepar=12.8930, expected range: 7.3571 14.7986 |
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| METAR 2M TEMPERATURE (K) VECX : out of range
8 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=12.4786, expected range: 4.3959 16.0590 |
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| LAND TEMP 2M TEMPERATURE (K) 65503 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.9622, expected range: -25.7730 8.7982 Severely_persistent: rms_fgdepar=13.0340, expected range: 0.0000 26.7628 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI13149 : out of range
17 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-15.0555, expected range: -36.6988 18.4492 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI13149 : out of range
17 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=15.0805, expected range: 6.6572 19.0447 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI158E9 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.3186, expected range: -17.5910 -3.6230 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI158E9 : out of range
12 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=13.3891, expected range: 4.1101 17.3076 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 53502 : out of range
Severe: avg_fgdepar=12.6367, expected range: 0.7043 12.5199 Severe: rms_fgdepar=12.6367, expected range: 0.7043 12.5199 |
 | |
| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 18168 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=10.0086, expected range: 1.0543 3.2717 |
 | |
| LAND TEMP 2M TEMPERATURE (K) 61052 : out of range
Severe: avg_fgdepar=-12.8165, expected range: -10.8109 5.8044 Severe: rms_fgdepar=12.8165, expected range: 0.0000 13.1734 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) : out of range
Considerable: obs_number=313.0000, expected range: 441.4881 619.8453 |
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